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Making LLMs hallucinate less, how to diagnose ML models, from PM in Google AI to CEO of Galileo - Vikram Chatterji - The Data Scientist Show #066
The Data Scientist Show
How to Measure Hallucination
Galileo's Hallus nation metric is a very simple metric to leverage. It also cost less to compute which is important because you want to be able to use metrics that are not expensive and if it's a very low value that that means that the model is potentially hallucinating. If chat GPD says that it doesn't agree with the output of this LLM that you're using then that could suggest a potential Hallus nation as well.
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